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You have built a machine model to predict whether a bank customer is going to...

Oracle 1z0-1110-25 Full Course Access
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You have built a machine model to predict whether a bank customer is going to default on a loan. You want to use Local Interpretable Model-Agnostic Explanations (LIME) to understand a specific prediction. What is the key idea behind LIME?

A.

Global behaviour of a machine learning model may be complex, while the local behaviour may be approximated with a simpler surrogate model

B.

Model-agnostic techniques are more interpretable than techniques that are dependent on the types of models

C.

Global and local behaviours of machine learning models are similar

D.

Local explanation techniques are model-agnostic, while global explanation techniques are not

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